Theses and dissertations created in affiliation with the Intelligent Systems Center are included here.

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Theses/Dissertations from 2022

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Characterization of high cycle fatigue and laser-aided machining and polishing of additively manufactured materials, Mohammad Masud Parvez

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A convolutional neural network (CNN) for defect detection of additively manufactured parts, Musarrat Farzana Rahman

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Determining thermal properties via parameter estimation of a one-dimensional, analytical model, Lauren B. Tomanek

Theses/Dissertations from 2021

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Research and development of a laser hot wire deposition process, Christopher Croft

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Fabrication, characterization of high-entropy alloys and deep learning-based inspection in metal additive manufacturing, Wenyuan Cui

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Fabrication of 304L stainless steel and aluminum parts by laser foil printing and process automation, Chia-Hung Hung

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Instrumentation, modeling, and sound metamodeling foundations for complex hybrid systems, Natasha Amelia Jarus

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Topological biclustering ARTMAP, Raghu Yelugam

Theses/Dissertations from 2020

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Mesh networking and full-duplex communication for wireless networks, Arul Mathi Maran Chandran

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Modeling and control of cascaded bridgeless multilevel rectifier under unbalanced load conditions, Sai Hemanth Kankanala

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Computer vision based deep learning models for cyber physical systems, Muhammad Monjurul Karim

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Human behavior understanding for worker-centered intelligent manufacturing, Wenjin Tao

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Fabrication and characterization of multifunctional composites, Aditya R. Thakur

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Time- and space-dependent uncertainty analysis and its application in lunar plasma environment modeling, Xinpeng Wei

Theses/Dissertations from 2019

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Neuroengineering of Clustering Algorithms, Leonardo Enzo Brito da Silva

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Time-dependent reliability methodologies with saddlepoint approximation, Zhangli Hu

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Reliability analysis for systems with outsourced components, Zhengwei Hu

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Design, fabrication, and characterization of functionally graded materials, Sreekar Karnati

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Controlled switching in Kalman filtering and iterative learning controls, He Li

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Laser welding of metallic glass to crystalline metal in laser-foil-printing additive manufacturing, Yingqi Li

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Wavelength-selective metamaterial absorber and emitter, Zhigang Li

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Development of a switchable radioisotope generator, Kyle Mitchell Paaren

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Deep neural network learning-based classifier design for big-data analytics, Krishnan Raghavan

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Build strategy investigation of TI-6AL-4V produced via a hybrid additive manufacturing process, Lei Yan

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Remanufacturing of precision metal components using additive manufacturing technology, Xinchang Zhang

Theses/Dissertations from 2018

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Adaptive dynamic programming with eligibility traces and complexity reduction of high-dimensional systems, Seaar Jawad Kadhim Al-Dabooni

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Machine learning techniques implementation in power optimization, data processing, and bio-medical applications, Khalid Khairullah Mezied Al-Jabery

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Modeling and control of probe-on-probe dynamics in dual-probe atomic force microscopy, Ayad Al-Ogaidi

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High temperature polymer composites using out-of-autoclave processing, Sudharshan Anandan

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Laser foil printing and surface polishing processes, Chen Chen

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Fabrication and characterization of advanced materials using laser metal deposition from elemental powder mixture, Xueyang Chen

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Design for optical metamaterial design for optical metamaterial absorber, Huixu Deng

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Monitoring of hybrid manufacturing using acoustic emission sensor, Haythem Gaja

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Advanced process to embed optical fiber sensors into casting mold for smart manufacturing, Raghavender Reddy Jakka

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Effects of milling methods, cooling strategies and end-mill coatings on machinability in high speed end-milling of Inconel- 718 using carbide end-mills, Paras Mohan Jasra

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Distributed fiber optic sensors for monitoring spatially continuous strain and quasi-distributed refractive index using optical frequency domain reflectometry, Sasi Jothibasu

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Smart augmented reality instructional system for mechanical assembly, Ze-Hao Lai

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Detecting cells and analyzing their behaviors in microscopy images using deep neural networks, Yunxiang Mao

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Designed extrudate for ceramic additive manufacturing, Devin McMillen

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Data driven decision making tools for transportation work zone planning, Samareh Moradpour

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Cyber-physical security of an electric microgrid, Prashanth Palaniswamy

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An approach for formal analysis of the security of a water treatment testbed, Sai Sidharth Patlolla

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Research on additive manufacturing of metallic glass alloy, Yiyu Shen

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Direct printing of single-crystal silicon by microscale nanoparticle printing and confined laser melting and crystallization, Wan Shou

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Signal processing for microwave imaging systems with very sparse array, Xiahan Yang

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Embedded fiber optic sensors for temperature monitoring of continuous casting mold, Yiyang Zhuang

Theses/Dissertations from 2017

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Reliability prediction in early design stages, Yao Cheng

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Efficient algorithms for analyzing large scale network dynamics: Centrality, community and predictability, Sima Das

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Multiple security domain model of a vehicle in an automated vehicle system, Uday Ganesh Kanteti

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A bounded actor-critic algorithm for reinforcement learning, Ryan Jacob Lawhead

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Repair of metallic components using hybrid manufacturing, Renwei Liu

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Control of single- and dual-probe atomic force microscopy, Muthukumaran Loganathan

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Additive manufacturing of glass using a filament fed process, Junjie Luo

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Quantitative dependability and interdependency models for large-scale cyber-physical systems, Koosha Marashi

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Event-triggered near optimal adaptive control of interconnected systems, Vignesh Narayanan

Theses/Dissertations from 2016

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Design and fabrication of a system for the additive manufacturing of transparent glass, Luke John Gilbert

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Novel design and manufacturing strategies for portable air-breathing proton exchange membrane fuel cells, Sriram Praneeth Isanaka

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Novel approaches to clustering, biclustering algorithms based on adaptive resonance theory and intelligent control, Sejun Kim

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Clustering: Methodology, hybrid systems, visualization, validation and implementation, Dao Minh Lam

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A control theoretic approach for security of cyber-physical systems, Haifeng Niu

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Event-sampled direct adaptive neural network control of uncertain strict-feedback system with application to quadrotor unmanned aerial vehicle, Nathan Szanto

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Algorithms leveraging smartphone sensing for analyzing explosion events, Srinivas Chakravarthi Thandu

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Research on hybrid manufacturing using industrial robot, Zhiyuan Wang

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Efficient time-dependent system reliability analysis, Zhifu Zhu

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Hierarchical control of complex manufacturing processes, Hesam Zomorodi Moghadam

Theses/Dissertations from 2015

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Selective laser sintering of bioactive glass scaffolds and their biological assessment for bone repair, Krishna C. R. Kolan

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Design and implementation of a broker for cloud additive manufacturing services, Venkata Prashant Modekurthy

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Distributed state verification in the smart grid using physical attestation, Thomas Patrick Roth

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Cyber security research frameworks for coevolutionary network defense, George Daniel Rush

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Event sampled optimal adaptive regulation of linear and a class of nonlinear systems, Avimanyu Sahoo

Theses/Dissertations from 2014

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Additive manufacturing laser deposition of Ti-6Al-4V for aerospace repair application, Nanda Kumar Dey

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Probabilistic engineering analysis and design under time-dependent uncertainty, Zhen Hu

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Privacy preservation using spherical chord, Doyal Tapan Mukherjee

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Machinability improvement during high-speed end-milling of Inconel 718 alloy, Chukwujekwu Nnadi

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Functionally graded Ti6Sl4V and Inconel 625 by laser metal deposition, Syamala Rani Pulugurtha

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Improved phase shedding technique in a multiphase converter system, Anagha Rayachoti

Theses/Dissertations from 2013

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Development of a postprocessor for a multi-axis CNC milling center, Mihir Satish Adivarekar

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Polarization and opinion analysis in an online argumentation system for collaborative decision support, Ravi Santosh Arvapally

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Effects of machining parameters and cooling strategies on cutting forces and surface integrity in high-speed slot end-milling of titanium alloy, Emenike Chukwuma

Theses/Dissertations from 2012

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Generic kinematic simulation for verification of laser deposition tool paths, Sweta Dhaveji Chakravadhanula

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Compressive sensing for 3D microwave imaging systems, Hamed Kajbaf

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Spatial-temporal reasoning applications of computational intelligence in the game of Go and computer networks, Tae-Hyung Kim

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Microlens array light trapping in CdTe/CdS solar cells, Patrick Michael Margavio

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Unified knowledge model for stability analysis in cyber physical systems, Tamal Paul

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Enabling frequency and voltage regulation in microgrids using wind power plants, Anshuman Shrikant Vaidya

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Evolutionary computing driven search based software testing and correction, Joshua Lee Wilkerson

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Stochastic optimal adaptive controller and communication protocol design for networked control systems, Hao Xu

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Lyapunov based optimal control of a class of nonlinear systems, Hassan Zargarzadeh

Theses/Dissertations from 2011

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Simulink as a tool for modelling communication systems, Chaitri Avinash Aroskar

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Impact of channel statistics and correlation on underwater acoustic communication systems, Jesse Scott Cross

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CEEME: compensating events based execution monitoring enforcement for Cyber-Physical Systems, Thoshitha T. Gamage

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Spiking neural networks and their applications, Cameron Eric Johnson

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Selective laser sintering of 13-93 bioactive glass, Krishna C. R. Kolan

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Additivity of strengthening mechanisms in ultrafine grained aluminum alloy, Nilesh Kumar

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Agent-based analysis and mitigation of failure for cyber-physical systems, Jing Lin

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A comparison of bootstrap, binomial inference, and Monte Carlo methods for demand distribution modeling, Swithin Samuel Razu

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Innovative air breathing design and output control for portable proton exchange membrane fuel cell, Amar Bala Sridhar

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Educational robotics: using the Lego Mindstorms NXT platform for increasing high school STEM education, Matthew Aaron Strautmann

Theses/Dissertations from 2010

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Distributed spatiotemporal detection for chemical and biological threats using human immune mechanisms, Yatin Bodas

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Adaptive resource allocation for cognitive wireless ad hoc networks, Behdis Eslamnour